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MonetDB/X100: Hyper-Pipelining Query Execution

Summary: Diagnoses low IPC in analytical DBs and proposes processor-aware guidelines emphasizing vectorized, cache/SIMD-friendly execution and deep hyper-pipelining. MonetDB/X100 implements hyper-pipelined, vectorized operators in a Volcano-like engine, delivering 10–100× TPC-H 100GB speedups. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
hef07ef7448669cbe
Venue
CIDR
Year
2005
Pagerank
0.00063972112
Overall Rank
14 | 99.91%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{boncz_cidr05,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '05},
        title = {{MonetDB/X100: Hyper-Pipelining Query Execution}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Boncz, Peter and Zukowski, Marcin and Nes, Niels},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 191 citing papers.

Rank Citing Paper Year Venue Pagerank
5,470 Code generation for efficient query processing in managed runtimes 2014 VLDB 6.101779e-05
5,475 Evolution of a Compiling Query Engine 2021 VLDB 6.1009218e-05
5,546 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.071729e-05
5,564 Charting the Design Space of Query Execution using VOILA 2021 VLDB 6.0660209e-05
5,603 Database Processing-in-Memory: An Experimental Study 2020 VLDB 6.0518498e-05
5,788 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.9763511e-05
5,825 Column Stores For Wide and Sparse Data 2007 CIDR 5.9647545e-05
5,833 VectorH: Taking SQL-on-Hadoop to the Next Level 2016 SIGMOD 5.9622515e-05
5,843 FluxQuery: An Execution Framework for Highly Interactive Query Workloads 2016 SIGMOD 5.9558503e-05
6,052 Teaching an Old Elephant New Tricks 2009 CIDR 5.8860767e-05
6,250 Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses 2024 SIGMOD 5.818039e-05
6,295 Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats 2021 VLDB 5.8042139e-05
6,297 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.802701e-05
6,400 Selection Pushdown in Column Stores using Bit Manipulation Instructions 2023 SIGMOD 5.7811299e-05
6,425 MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model 2020 VLDB 5.7716425e-05
6,429 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.7691021e-05
6,572 MotherDuck: DuckDB in the cloud and in the client 2024 CIDR 5.7274794e-05
6,679 UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads 2022 VLDB 5.6956362e-05
6,685 Powerful GPUs or Fast Interconnects: Analyzing Relational Workloads on Modern GPUs 2025 VLDB 5.6936999e-05
6,688 Composable Data Management: An Execution Overview 2024 VLDB 5.6925768e-05
6,771 Progressive Indexes: Indexing for Interactive Data Analysis 2019 VLDB 5.669285e-05
6,902 DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines 2022 CIDR 5.6365602e-05
6,936 Adaptive Indexing over Encrypted Numeric Data 2016 SIGMOD 5.6248915e-05
6,942 Petabyte-Scale Row-Level Operations in Data Lakehouses 2024 VLDB 5.622856e-05
6,975 Leveraging Compression in the Tableau Data Engine 2014 SIGMOD 5.6142085e-05
6,977 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.6135617e-05
7,051 The Case for Deep Query Optimisation 2020 CIDR 5.5964667e-05
7,402 From X100 to Vectorwise: Opportunities, Challenges and Things Most Researchers do not Think About 2012 SIGMOD 5.5182853e-05
7,449 Efficient and Flexible Information Retrieval Using MonetDB/X100 2007 CIDR 5.5107924e-05
7,492 Fast Multi-Column Sorting in Main-Memory Column-Stores 2016 SIGMOD 5.4981253e-05
7,509 Non-Invasive Progressive Optimization for In-Memory Databases 2016 VLDB 5.4916369e-05
7,730 Less Watts, More Performance: An Intelligent Storage Engine for Data Appliances 2013 SIGMOD 5.4503852e-05
7,737 Precision Performance Surgery for PostgreSQL: LLVM-based Expression Compilation, Just in Time 2016 VLDB 5.4476818e-05
7,771 The FastLanes File Format 2025 VLDB 5.4390723e-05
7,782 Adaptive Factorization Using Linear-Chained Hash Tables 2025 CIDR 5.4368388e-05
7,803 RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt 2018 SIGMOD 5.4329661e-05
7,828 PDX: A Data Layout for Vector Similarity Search 2025 SIGMOD 5.4296235e-05
7,844 Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines 2026 VLDB 5.4255843e-05
7,902 Identifying Insufficient Data Coverage in Databases with Multiple Relations 2020 VLDB 5.4135994e-05
7,927 A Practical Approach to Groupjoin and Nested Aggregates 2021 VLDB 5.4082473e-05
7,983 Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA 2023 VLDB 5.3962907e-05
8,023 Processing and Optimizing Main Memory Spatial-Keyword Queries 2016 VLDB 5.3888101e-05
8,175 PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage 2020 VLDB 5.3689261e-05
8,256 Online Reorganization in Read Optimized MMDBS 2011 SIGMOD 5.3520542e-05
8,345 Cohort Query Processing 2017 VLDB 5.3339863e-05
8,390 Interleaved Multi-Vectorizing 2020 VLDB 5.325009e-05
8,517 SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries 2020 SIGMOD 5.3110227e-05
8,578 F3: The Open-Source Data File Format for the Future 2026 SIGMOD 5.2966191e-05
8,630 A Storage Advisor for Hybrid-Store Databases 2012 VLDB 5.2843511e-05
8,701 Adaptive Code Generation for Data-Intensive Analytics 2021 VLDB 5.2714222e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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